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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | https://arxiv.org/abs/2405.01437 |
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| _version_ | 1866914920191229952 |
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| author | Paarporn, Keith Nelson, James |
| author_facet | Paarporn, Keith Nelson, James |
| contents | Feedback-evolving games is a framework that models the co-evolution between payoff functions and an environmental state. It serves as a useful tool to analyze many social dilemmas such as natural resource consumption, behaviors in epidemics, and the evolution of biological populations. However, it has primarily focused on the dynamics of a single population of agents. In this paper, we consider the impact of two populations of agents that share a common environmental resource. We focus on a scenario where individuals in one population are governed by an environmentally ``responsible" incentive policy, and individuals in the other population are environmentally ``irresponsible". An analysis on the asymptotic stability of the coupled system is provided, and conditions for which the resource collapses are identified. We then derive consumption rates for the irresponsible population that optimally exploit the environmental resource, and analyze how incentives should be allocated to the responsible population that most effectively promote the environment via a sensitivity analysis. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2405_01437 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Two competing populations with a common environmental resource Paarporn, Keith Nelson, James Computer Science and Game Theory Systems and Control Populations and Evolution Feedback-evolving games is a framework that models the co-evolution between payoff functions and an environmental state. It serves as a useful tool to analyze many social dilemmas such as natural resource consumption, behaviors in epidemics, and the evolution of biological populations. However, it has primarily focused on the dynamics of a single population of agents. In this paper, we consider the impact of two populations of agents that share a common environmental resource. We focus on a scenario where individuals in one population are governed by an environmentally ``responsible" incentive policy, and individuals in the other population are environmentally ``irresponsible". An analysis on the asymptotic stability of the coupled system is provided, and conditions for which the resource collapses are identified. We then derive consumption rates for the irresponsible population that optimally exploit the environmental resource, and analyze how incentives should be allocated to the responsible population that most effectively promote the environment via a sensitivity analysis. |
| title | Two competing populations with a common environmental resource |
| topic | Computer Science and Game Theory Systems and Control Populations and Evolution |
| url | https://arxiv.org/abs/2405.01437 |